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A model-based design tool for 3D GUI layout design that accommodates…
https://www.mlmi.eng.cam.ac.uk/files/2020-2021_dissertations/a_model-based_design_tool.pdf15 Nov 2021: The ‘optimality’ of these layouts is often variable to human perception,psychology, and preference; an optimal design for one user will usually not be optimal for allother users. ... designknowledge. The key challenge with designing an optimal UI is -
Stochastic Memory for Sequence Models Making Good Compressors Use ...
https://www.mlmi.eng.cam.ac.uk/files/2021-2022_dissertations/stochastic_memory_for_sequence_models.pdf2 Mar 2023: The behaviour of a contaminating compressor is explored sparsely in con-temporary literature. ... Contents. List of Figures 3. Nomenclature 4. 1 Introduction 51.1 Lossless Compression. -
Beyond independent masking in tabular self-supervision
https://www.mlmi.eng.cam.ac.uk/files/2021-2022_dissertations/beyond_independent_masking_in_tabular_self-supervision.pdf25 Nov 2022: Table of contents. 1 Introduction 1. 1.1 Motivation. 1. 1.2 Contributions. ... A.1 SubTab. 59. A.2 Experimental details. 61. vii Table of contents. -
Mitigating Gender Bias in Dialogue Generation Gabrielle (Ming Yi) ...
https://www.mlmi.eng.cam.ac.uk/files/2020-2021_dissertations/mitigating_gender_bias_in_dialogue_generation.pdf15 Nov 2021: Mitigating Gender Bias in. Dialogue Generation. Gabrielle (Ming Yi) Lau. Department of Engineering. ... Master of Philosophy in Machine Learning and Machine Intelligence. Magdalene College August 2021. -
Causal Representation Learning for Latent Space Optimization
https://www.mlmi.eng.cam.ac.uk/files/2020-2021_dissertations/causal_representation_learning_for_latent_space_optimization.pdf15 Nov 2021: Causal Representation Learning forLatent Space Optimization. Wenlin Chen. Department of EngineeringUniversity of Cambridge. ... 57B.2 Proof of Theorem 5. 59B.3 Proof of Theorem 6. 62. -
Improving Machine Learning Systems by Eliciting and Incorporating…
https://www.mlmi.eng.cam.ac.uk/files/2021-2022_dissertations/improving_ml_systems_with_additional_human_knowledge_16.11.22.pdf25 Nov 2022: Collins. Supervisors: Dr. Adrian Weller MBE. Umang Bhatt. Department of EngineeringUniversity of Cambridge. ... disagreements across humans, as well as the uncertainty of any individualin their annotation. -
Understanding and Fixing the Modality Gap in Vision-Language Models
https://www.mlmi.eng.cam.ac.uk/files/2021-2022_dissertations/understanding_and_fixing_the_modality_gap_in_vision-language_models_reduced.pdf25 Nov 2022: Knowing that you will always be beacons of encouragement and solacemakes everything easier. ... However, a key understanding of why these models work so well is stilllacking.
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